Average Treatment Effect Estimation on Synthetic Data
0.176Averaged MSEadaptive-balance
Evaluation Results
| Method | Links | |
|---|---|---|
| adaptive-balanceSampling Ratio=0.82025.02 | 0.176 | |
| adaptive-pluginSampling Ratio=0.42025.02 | 0.196 | |
| adaptive-balanceSampling Ratio=0.72025.02 | 0.198 | |
| adaptive-balanceSampling Ratio=0.92025.02 | 0.203 | |
| adaptive-balanceSampling Ratio=0.22025.02 | 0.227 | |
| adaptive-balanceSampling Ratio=0.42025.02 | 0.236 | |
| adaptive-balanceSampling Ratio=0.62025.02 | 0.246 | |
| adaptive-balanceSampling Ratio=0.52025.02 | 0.265 | |
| adaptive-balanceSampling Ratio=0.32025.02 | 0.276 | |
| active-evarSampling Ratio=0.12025.02 | 0.313 | |
| adaptive-pluginSampling Ratio=0.62025.02 | 0.449 | |
| adaptive-balanceSampling Ratio=0.12025.02 | 0.471 | |
| adaptive-pluginSampling Ratio=0.92025.02 | 0.481 | |
| adaptive-pluginSampling Ratio=0.72025.02 | 0.507 | |
| adaptive-pluginSampling Ratio=0.52025.02 | 0.83 | |
| adaptive-pluginSampling Ratio=0.32025.02 | 0.831 | |
| adaptive-pluginSampling Ratio=0.82025.02 | 0.93 | |
| randomSampling Ratio=0.82025.02 | 0.956 | |
| randomSampling Ratio=0.92025.02 | 0.987 | |
| adaptive-pluginSampling Ratio=0.22025.02 | 1.17 | |
| randomSampling Ratio=0.72025.02 | 1.46 | |
| randomSampling Ratio=0.42025.02 | 1.54 | |
| randomSampling Ratio=0.62025.02 | 1.61 | |
| adaptive-pluginSampling Ratio=0.12025.02 | 1.7 | |
| randomSampling Ratio=0.52025.02 | 1.7 | |
| randomSampling Ratio=0.32025.02 | 2.19 | |
| randomSampling Ratio=0.22025.02 | 4.56 | |
| active-greedySampling Ratio=0.12025.02 | 6.13 | |
| randomSampling Ratio=0.12025.02 | 8.99 | |
| active-mvarSampling Ratio=0.12025.02 | 10.6 | |
| active-evarSampling Ratio=0.22025.02 | 17.3 | |
| active-greedySampling Ratio=0.22025.02 | 79.9 | |
| active-evarSampling Ratio=0.32025.02 | 85.1 | |
| active-mvarSampling Ratio=0.22025.02 | 94.3 | |
| active-mvarSampling Ratio=0.32025.02 | 314 | |
| active-greedySampling Ratio=0.32025.02 | 369 | |
| active-evarSampling Ratio=0.42025.02 | 579 | |
| active-greedySampling Ratio=0.42025.02 | 852 | |
| active-mvarSampling Ratio=0.42025.02 | 883 | |
| active-evarSampling Ratio=0.52025.02 | 1,310 | |
| active-greedySampling Ratio=0.52025.02 | 1,990 | |
| active-mvarSampling Ratio=0.52025.02 | 2,170 | |
| active-evarSampling Ratio=0.62025.02 | 3,870 | |
| active-greedySampling Ratio=0.62025.02 | 5,060 | |
| active-mvarSampling Ratio=0.62025.02 | 5,700 | |
| active-mvarSampling Ratio=0.72025.02 | 12,100 | |
| active-evarSampling Ratio=0.72025.02 | 12,700 | |
| active-greedySampling Ratio=0.72025.02 | 13,300 | |
| active-mvarSampling Ratio=0.82025.02 | 38,700 | |
| active-evarSampling Ratio=0.82025.02 | 50,300 | |
| active-greedySampling Ratio=0.82025.02 | 50,900 | |
| active-greedySampling Ratio=0.92025.02 | 295,000 | |
| active-mvarSampling Ratio=0.92025.02 | 299,000 | |
| active-evarSampling Ratio=0.92025.02 | 893,000 |